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Development of microbial communities in biofilm and activated sludge in a hybrid reactor
Microorganisms play a key role in biological wastewater treatment. The form in which biomass develops determines the efficiency and mechanisms of organic compound conversion, due to different conditions in various microbial structures. However, the results of studies comparing the microbial communit...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307651/ https://www.ncbi.nlm.nih.gov/pubmed/35869109 http://dx.doi.org/10.1038/s41598-022-16570-z |
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author | Godzieba, Martyna Zubrowska-Sudol, Monika Walczak, Justyna Ciesielski, Slawomir |
author_facet | Godzieba, Martyna Zubrowska-Sudol, Monika Walczak, Justyna Ciesielski, Slawomir |
author_sort | Godzieba, Martyna |
collection | PubMed |
description | Microorganisms play a key role in biological wastewater treatment. The form in which biomass develops determines the efficiency and mechanisms of organic compound conversion, due to different conditions in various microbial structures. However, the results of studies comparing the microbial communities in biofilm and activated sludge have often conflicted. Therefore, this study compared the composition and development of the bacterial communities in biofilm and activated sludge in a hybrid reactor, employing 16S rRNA sequencing. Statistical analysis of the sequencing data included the identification of taxa characteristic to the biofilm and activated sludge, alpha and beta diversity analysis, and network analysis. These analyses indicated that the biofilm bacterial community was richer and more diverse than the activated sludge community. The mean numbers of OTU were 1614 in the biofilm and 993 in the activated sludge, and the mean values of the Chao1 (1735 vs. 1105) and Shannon (5.3 vs. 4.3) biodiversity indices were significantly higher for the biofilm. The biofilm was a better environment for development of nitrifiers (e.g., Nitrosomonas, Nitrospira) and phosphorus accumulating organisms (Candidatus Accumulibacter). Bacteria in the biofilm co-occurrence network had more connections (based on Spearman's rank correlation coefficient) with each other, indicating that they interact more than those in the activated sludge. |
format | Online Article Text |
id | pubmed-9307651 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93076512022-07-24 Development of microbial communities in biofilm and activated sludge in a hybrid reactor Godzieba, Martyna Zubrowska-Sudol, Monika Walczak, Justyna Ciesielski, Slawomir Sci Rep Article Microorganisms play a key role in biological wastewater treatment. The form in which biomass develops determines the efficiency and mechanisms of organic compound conversion, due to different conditions in various microbial structures. However, the results of studies comparing the microbial communities in biofilm and activated sludge have often conflicted. Therefore, this study compared the composition and development of the bacterial communities in biofilm and activated sludge in a hybrid reactor, employing 16S rRNA sequencing. Statistical analysis of the sequencing data included the identification of taxa characteristic to the biofilm and activated sludge, alpha and beta diversity analysis, and network analysis. These analyses indicated that the biofilm bacterial community was richer and more diverse than the activated sludge community. The mean numbers of OTU were 1614 in the biofilm and 993 in the activated sludge, and the mean values of the Chao1 (1735 vs. 1105) and Shannon (5.3 vs. 4.3) biodiversity indices were significantly higher for the biofilm. The biofilm was a better environment for development of nitrifiers (e.g., Nitrosomonas, Nitrospira) and phosphorus accumulating organisms (Candidatus Accumulibacter). Bacteria in the biofilm co-occurrence network had more connections (based on Spearman's rank correlation coefficient) with each other, indicating that they interact more than those in the activated sludge. Nature Publishing Group UK 2022-07-22 /pmc/articles/PMC9307651/ /pubmed/35869109 http://dx.doi.org/10.1038/s41598-022-16570-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Godzieba, Martyna Zubrowska-Sudol, Monika Walczak, Justyna Ciesielski, Slawomir Development of microbial communities in biofilm and activated sludge in a hybrid reactor |
title | Development of microbial communities in biofilm and activated sludge in a hybrid reactor |
title_full | Development of microbial communities in biofilm and activated sludge in a hybrid reactor |
title_fullStr | Development of microbial communities in biofilm and activated sludge in a hybrid reactor |
title_full_unstemmed | Development of microbial communities in biofilm and activated sludge in a hybrid reactor |
title_short | Development of microbial communities in biofilm and activated sludge in a hybrid reactor |
title_sort | development of microbial communities in biofilm and activated sludge in a hybrid reactor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307651/ https://www.ncbi.nlm.nih.gov/pubmed/35869109 http://dx.doi.org/10.1038/s41598-022-16570-z |
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